{"id":"W3012107745","doi":"","title":"5468796 Architecture의 youCUBE 건축특성 분석","year":2018,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집","topic":"Diverse Academic Research Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Unit (ring theory); Studio; Center (category theory); Architectural engineering; Engineering; Geography; Telecommunications; Archaeology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240484,0.0002189774,0.0001373291,0.0005105184,0.003267182,0.00119278,0.0002807006,0.0002243896,0.07603595],"category_scores_gemma":[0.0007316644,0.0002007571,0.00008578679,0.001146937,0.0004520712,0.0003929322,0.0008791856,0.000319958,0.008674636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004887717,"about_ca_system_score_gemma":0.00517527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5960762,"about_ca_topic_score_gemma":0.843803,"domain_scores_codex":[0.9997512,0.00002277376,0.00000636513,0.0000457328,0.00009198138,0.00008200482],"domain_scores_gemma":[0.9995856,0.00002173841,0.00001962647,0.00002010924,0.0002113363,0.000141499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005557749,0.0001462272,0.1029107,0.0003606261,0.0000216538,0.001810539,0.05249978,0.0005405397,0.01258351,0.03395577,0.3947375,0.3998774],"study_design_scores_gemma":[0.000008287403,0.00004498803,0.08266441,0.00004504251,0.000005176696,0.000251493,0.01863504,0.0002209082,0.001039609,0.0002862971,0.8967853,0.00001342712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4437535,0.0006159151,0.001903584,0.002184947,0.0001765986,0.0003968749,0.003789151,0.0003392253,0.5468402],"genre_scores_gemma":[0.3733217,0.0004705746,0.003747085,0.0001828088,0.00001586032,0.000105718,0.001501943,0.0001407206,0.6205135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5960762,"threshold_uncertainty_score":0.8126052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543720531727102,"score_gpt":0.3654886133418651,"score_spread":0.330051408024594,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}